3Blue1Brown
Solving Wordle using information theory
An exploration for writing a Wordle solver, with the challenge of not using the official list of Wordle answers (except as a test set), which is really just an excuse for an information theory lesson.
Crash Course
The Shape of Data Distributions - Crash Course Statistics
When collecting data to make observations about the world it usually just isn't possible to collect ALL THE DATA. So instead of asking every single person about student loan debt for instance we take a sample of the population, and then...
Crash Course
Probability Part 2 Updating Your Beliefs with Bayes - Crash Course Statistics
Today we're going to introduce bayesian statistics and discuss how this new approach to statistics has revolutionized the field from artificial intelligence and clinical trials to how your computer filters spam! We'll also discuss the...
Curated Video
Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Generating Data
In this video, we will discuss how to generate data. This clip is from the chapter "NumPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section of the course, we will dive into the world of...
Curated Video
Data Science and Machine Learning with R - A Simple Model
This video demonstrates a practical application of machine learning. This clip is from the chapter "Linear Regression: A Simple Model" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This...
Curated Video
Data Science and Machine Learning with R - Data Frames: Tibbles
This video explains Tibbles in data frames. This clip is from the chapter "Data Types and Structures in R" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This video explains data types and...
Curated Video
C++ Programming By Example - Coding a Virtual Die – Generating Random Numbers
How do you generate random numbers in C++? • Introduce cppreference for C++ documentation • Understand probability distributions and which one is appropriate for a die • Use the classes available in the C++ standard template library to...
Curated Video
Describing the Distribution of Data: Analyzing the Shape of a Graph
This video presents various shapes such as bell curves, skew, clusters, peaks, and uniform distribution of data on graphs. By understanding these shapes, students can effectively communicate the patterns and trends in data represented by...
Curated Video
Data Science and Machine Learning with R - Functional Programming
This video explains functional programming. This clip is from the chapter "Intermediate R" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This section explains intermediate R.
Curated Video
PMI-RMP Certification Training - Probability Distribution
This video explains probability distribution. This clip is from the chapter "Perform Quantitative Risk Analysis" of the series "PMI-RMP® Certification Training".This section explains performing quantitative risk analysis.
Curated Video
Agile Scrum Master Certification Exam Prep (CSM) - Monitoring Sprint Progress
In this video, you will learn about monitoring the entire project and monitoring the progress of each sprint throughout its lifecycle. This clip is from the chapter "Scrum Artifacts" of the series "Agile Scrum Master Certification Exam...
Curated Video
Agile Scrum Master Certification Exam Prep (CSM) - Monitoring Progress Toward Goals
The second artifact of a scrum includes monitoring, let's look at how to summarize the work remaining, empirical processes involved. This clip is from the chapter "Scrum Artifacts" of the series "Agile Scrum Master Certification Exam...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Continuous Distributions Code
In this video, we will cover continuous distributions code. This clip is from the chapter "Random Variables - Rationale and Applications" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Uniform Distribution
In this video, we will cover uniform distribution. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Curated Video
Describing the Distribution of Data: Analyzing the Shape of a Graph
In this video, students learn how to describe the distribution of data by analyzing the shape of a graph. They are taught about different shapes, such as bell curves, skewed graphs, clusters, peaks, and uniform distributions.
Curated OER
Populations : Distribution
Learn about the different ways in which populations are distributed in a setting. Which animals group together? Why? What are the advantages (or possible disadvantages) to each style of grouping?
Crash Course
Crash Course Statistics #14: Probability: Updating Your Beliefs With Bayes
This video introduces Bayesian statistics and discusses how this new approach to statistics has revolutionized the field from artificial intelligence and clinical trials to how your computer filters spam! We'll also discuss the Law of...
Sophia Learning
Sophia: Shape of a Sampling Distribution: Lesson 2
This lesson will explain the Central Limit Theorem. It is 2 of 3 in the series titled "Shape of a Sampling Distribution."
Sophia Learning
Sophia: Shape of a Sampling Distribution: Lesson 3
This lesson will explain the Central Limit Theorem. It is 3 of 3 in the series titled "Shape of a Sampling Distribution."
Sophia Learning
Sophia: Shapes of Distribution: Lesson 2
This lesson will introduce different shapes of data distributions. It is 2 of 3 in the series titled "Shapes of Distribution."
Sophia Learning
Sophia: Shapes of Distribution: Lesson 3
This lesson will introduce different shapes of data distributions. It is 3 of 3 in the series titled "Shapes of Distribution."
Sophia Learning
Sophia: Shapes of Distribution: Lesson 1
This lesson will introduce different shapes of data distributions. It is 1 of 3 in the series titled "Shapes of Distribution."